Azure - Machine Learning: Two-way Classification (AI-FUNDA)

Using Azure Machine Learning Studio

Objective: Train ML model to perform 2-way Classification for diabetes detection.

Data Source: https://aka.ms/diabetes-data

Predictor: PatientID, Pregnancies, PlasmaGlucose, DiastolicBloodPressure, TricepsThickness, SerumInsulin, BMI, DiabetesPedigree, and Age

Response: Diabetic

Row count: 10,000

1. Train Model using pipeline.

Test data/ Predictions/ Score model:

Model Evaluation:

2. Create Inference Pipeline

3. Deploy Prediction Services: